معرفی
Dr. Vasileios Balntas is a leading researcher in machine perception, currently serving as a Research Science Manager at Reality Labs Research. He holds an Honorary Research Associate position at the Department of Electrical and Electronic Engineering, Imperial College London, and previously led research at Scape Technologies and conducted post-doctoral work at the University of Oxford.
His research spans computer vision, machine learning, and artificial intelligence, focusing on
- camera pose estimation
- 3D scene reconstruction
- image retrieval
- local feature descriptors
- egocentric vision systems
- privacy-preserving AI
The 15 most recent publications highlight his work in neural rendering, adversarial learning, and structured language models for visual perception. Key trends include
- egocentric multi-modal AI
- 3D localization
- descriptor security
- autoregressive scene modeling
- infilling techniques
- second-order loss functions
At Imperial College London, he contributes to the Faculty of Engineering's research in electrical engineering and collaborates across Reality Labs Research and Scape Technologies on cutting-edge machine perception projects.
